{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Transmon coupled to CPW resonator"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "%load_ext autoreload\n",
    "%autoreload 2\n",
    "\n",
    "import qiskit_metal as metal\n",
    "from qiskit_metal import designs, draw\n",
    "from qiskit_metal import MetalGUI, Dict, Headings\n",
    "import pyEPR as epr"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Create the design in Metal\n",
    "Setup a design of a given dimension. Dimensions will be respected in the design rendering. <br>\n",
    "Note that the design size extends from the origin into the first quadrant."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "design = designs.DesignPlanar({}, True)\n",
    "design.chips.main.size['size_x'] = '4mm'\n",
    "design.chips.main.size['size_y'] = '6mm'\n",
    "\n",
    "gui = MetalGUI(design)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Create one meander resonator connected to a transmons and open-to-ground qcomponents."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "from qiskit_metal.qlibrary.qubits.transmon_pocket import TransmonPocket\n",
    "from qiskit_metal.qlibrary.tlines.meandered import RouteMeander\n",
    "from qiskit_metal.qlibrary.terminations.open_to_ground import OpenToGround"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'width': '10um',\n",
       " 'gap': '6um',\n",
       " 'termination_gap': '6um',\n",
       " 'pos_x': '0um',\n",
       " 'pos_y': '0um',\n",
       " 'orientation': '0',\n",
       " 'chip': 'main',\n",
       " 'layer': '1'}"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#Explore the options of the OpenToGround.\n",
    "OpenToGround.get_template_options(design)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'pos_x': '0um',\n",
       " 'pos_y': '0um',\n",
       " 'connection_pads': {},\n",
       " '_default_connection_pads': {'pad_gap': '15um',\n",
       "  'pad_width': '125um',\n",
       "  'pad_height': '30um',\n",
       "  'pad_cpw_shift': '5um',\n",
       "  'pad_cpw_extent': '25um',\n",
       "  'cpw_width': 'cpw_width',\n",
       "  'cpw_gap': 'cpw_gap',\n",
       "  'cpw_extend': '100um',\n",
       "  'pocket_extent': '5um',\n",
       "  'pocket_rise': '65um',\n",
       "  'loc_W': '+1',\n",
       "  'loc_H': '+1'},\n",
       " 'pad_gap': '30um',\n",
       " 'inductor_width': '20um',\n",
       " 'pad_width': '455um',\n",
       " 'pad_height': '90um',\n",
       " 'pocket_width': '650um',\n",
       " 'pocket_height': '650um',\n",
       " 'orientation': '0',\n",
       " 'hfss_inductance': '10nH',\n",
       " 'hfss_capacitance': 0,\n",
       " 'hfss_resistance': 0,\n",
       " 'hfss_mesh_kw_jj': 7e-06,\n",
       " 'q3d_inductance': '10nH',\n",
       " 'q3d_capacitance': 0,\n",
       " 'q3d_resistance': 0,\n",
       " 'q3d_mesh_kw_jj': 7e-06,\n",
       " 'gds_cell_name': 'my_other_junction'}"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#Explore the options of the TransmonPocket.\n",
    "TransmonPocket.get_template_options(design)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'pin_inputs': {'start_pin': {'component': '', 'pin': ''},\n",
       "  'end_pin': {'component': '', 'pin': ''}},\n",
       " 'fillet': '0',\n",
       " 'lead': {'start_straight': '0mm',\n",
       "  'end_straight': '0mm',\n",
       "  'start_jogged_extension': '',\n",
       "  'end_jogged_extension': ''},\n",
       " 'total_length': '7mm',\n",
       " 'chip': 'main',\n",
       " 'layer': '1',\n",
       " 'trace_width': 'cpw_width',\n",
       " 'meander': {'spacing': '200um', 'asymmetry': '0um'},\n",
       " 'snap': 'true',\n",
       " 'prevent_short_edges': 'true'}"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#Explore the options of the RouteMeander.\n",
    "RouteMeander.get_template_options(design)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [],
   "source": [
    "#Setup the TransmonPocket loacation and add a connection_pad.\n",
    "q1 = TransmonPocket(design, 'Q1', options = dict(\n",
    "    pad_width = '425 um', \n",
    "    pocket_height = '650um',\n",
    "    connection_pads=dict(\n",
    "        readout = dict(loc_W=+1,loc_H=+1, pad_width='200um')\n",
    "    )))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [],
   "source": [
    "#Setup the OpenToGround location and orientation.\n",
    "otg_options = dict(pos_x='2.5mm',  pos_y='0.5mm', orientation='0')\n",
    "\n",
    "otg = OpenToGround(design, 'open_to_ground', options=otg_options)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [],
   "source": [
    "coupler_options = Dict(\n",
    "                        pin_inputs=Dict(\n",
    "                                start_pin=Dict(component=q1.name, pin='readout'),\n",
    "                        end_pin=Dict(\n",
    "                                component=otg.name, pin='open')), \n",
    "                        fillet='99.9um',\n",
    "                        total_length = '5mm',\n",
    "                        lead = Dict(start_straight = '200um'\n",
    "                                    ))\n",
    "\n",
    "\n",
    "bus = RouteMeander(design, 'coupler', options= coupler_options)\n",
    "\n",
    "gui.rebuild()\n",
    "gui.autoscale()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Get a list of all the qcomponents in QDesign and then zoom on them.\n",
    "all_component_names = design.components.keys()\n",
    "\n",
    "gui.zoom_on_components(all_component_names)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "metadata": {
      "image/png": {
       "width": 500
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "#Save screenshot as a .png formatted file.\n",
    "gui.screenshot()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {
    "tags": [
     "nbsphinx-thumbnail"
    ]
   },
   "outputs": [
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "metadata": {
      "image/png": {
       "width": 500
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Screenshot the canvas only as a .png formatted file.\n",
    "gui.figure.savefig('shot.png')\n",
    "\n",
    "from IPython.display import Image, display\n",
    "_disp_ops = dict(width=500)\n",
    "display(Image('shot.png', **_disp_ops))\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "True"
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Closing the Qiskit Metal GUI\n",
    "gui.main_window.close()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "celltoolbar": "Tags",
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.7.8"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}
